Adding the interpolation function for PosEmbeddingConverter #139
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ruomingp
reviewed
Oct 24, 2023
| return jax.image.resize( | ||
| x, (x.shape[0], target_len, x.shape[2]), method="bilinear", antialias=False | ||
| ) | ||
| elif cfg.strategy == "interpolate_with_cls_token_removed": |
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Add an else to raise a NotImplementedError?
| @@ -912,7 +912,27 @@ def replace_prefix(source_weight, target_weight): | |||
| )(source_weight, target_weight) | |||
| elif cfg.strategy == "keep_target": | |||
| out["pos_emb"] = target["pos_emb"] | |||
| # TODO(xianzhi): Implement interpolation for shape matching. | |||
| elif cfg.strategy.startswith("interpolate"): | |||
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Update the comments on strategy in Config definition above?
| return jax.image.resize( | ||
| x, (x.shape[0], target_len, x.shape[2]), method="bilinear", antialias=False | ||
| ) | ||
| elif cfg.strategy == "interpolate_with_cls_token_removed": |
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If the strategy gets more complicated, we should make it a Union[str, InstantiableConfig ].
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